PSA-Lab's repositories
SimSite3D
The SimSite3D Software tools are designed to quickly search a database of three dimensional structures, in Protein Data Bank format, with protein-ligand binding sites to determine which binding sites in the database have steric and chemical similarities to the query binding site.
siteinterlock
A toolkit for predicting the binding mode of small molecules interacting with proteins based on interfacial rigidification, as assessed by graph theoretic constraint counting on the covalent and noncovalent bond network. Raschka et al. (2016) Proteins: Structure, Function, and Bioinformatics
predicting-activity-by-machine-learning
Machine learning protocols for identifying biological activity determinants in the structural and chemical features of a set of small molecules that have been assayed. Useful for structure-activity relationship analysis of compounds identified by Screenlamp and other screening approaches. See Raschka et al. (2018) (ISBN 1-4939-7755-5)
Protein-Alignment-Tool
BRAT shows key residue (e.g., ligand-binding) correspondences between sequence-divergent homologs aligned by structural superposition. BAT displays residues and their numeric properties (from the B-value column) of PDB structures, given their structural superposition.
protein-recognition-index
Calculates the Protein Recognition Index (PRI), measuring the similarity between intermolecular H-bonding features in a given protein-ligand complex and the H-bond trends observed in diverse protein-ligand complexes. Raschka, Wolf et al. (2018) JCAMD
Sequery
Sequery is a tool to search the sequences of the protein structures in the Protein Data Bank (PDB) for a particular pattern of residues, which may include exact matches and acceptable substitutions based on a user-specified amino acid substitution matrix and/or a numerical threshold.
screenlamp
screenlamp is a Python toolkit for hypothesis-driven virtual screening. Raschka, Scott, et al., (2018) JCAMD